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large language model agent

22 papers

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Also known as

LLM AGENT

Co-occurring keywords · papers mentioning both

large language model (6) llm agent (3) multi-agent system (2) agent system (2) tool use (2) autonomous agent (2) database schema adaptation (1) context management (1) past experience analysis (1) action value estimation (1)

Papers

Action Boundary Blindness: When LLM Agents Cannot Tell Where One Action Ends and Another Begins ACL 2026 AlignUSER: Human-Aligned LLM Agents via World Models for Recommender System Evaluation ACL 2026 Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents ACL 2026 CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution ACL 2026 COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context ACL 2026 Dialogue is the Plan: From Interface to Joint Action in Agentic AI ACL 2026 GAM: Hierarchical Graph-based Agentic Memory for LLM Agents ACL 2026 ReCreate: Reasoning and Creating Domain Agents Driven by Experience ACL 2026 Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults ACL 2026 The Stackelberg Speaker: Optimizing Persuasive Communication in Social Deduction Games ACL 2026 ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems CVPR 2025 Core Intelligence at SemEval-2025 Task 8: Multi-hop LLM Agent for Tabular Question Answering SemEval 2025 IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025 Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration IJCNLP 2025 Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025 StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking ACL 2025 SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering ICML 2025 AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls ICML 2024 Personal Large Language Model Agents: A Case Study on Tailored Travel Planning EMNLP 2024 Retrospex: Language Agent Meets Offline Reinforcement Learning Critic EMNLP 2024 Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024 AVIS: Autonomous Visual Information Seeking with Large Language Model Agent NeurIPS 2023